Table 5.
P-values of the pairwise statistical comparisons of the ML model AUC (cancer-specific early death) values derived from the bootstrap test.
Logistic regression | Catboost | Xgboost | Lightgbm | RandomForest |
---|---|---|---|---|
Logistic regression | 0.118 | 0.006 | <0.001 | 0.038 |
Catboost | 0.138 | <0.001 | 0.017 | |
Xgboost | 0.019 | 0.005 | ||
Lightgbm | <0.001 | |||
RandomForest |